A puzzle having only a single or, at most, only a few pieces is made out of a material possessing substantially plastic flexibility but also substantial dimensional stability. Each puzzle piece has a length, periphery or surface area which is at least greater than that of the assembled puzzle. Preferably the puzzle piece is branched. The puzzle can take two-dimensional and three-dimensional forms.